Journal of The Korea Internet of Things Society (한국사물인터넷학회논문지)

The Korea Internet of Things Society (한국사물인터넷학회)
권호 표지
DOI QR코드

DOI QR Code

Classification of network packets using hierarchical clustering

Hierarchical Clustering을 이용한 네트워크 패킷의 분류

  • Yeo, Insung (Department of Electronics and Computer Engineering, Graduate School of Hongik University) ;
  • Hai, Quan Tran (Department of Electronics and Computer Engineering, Graduate School of Hongik University) ;
  • Hwang, Seong Oun (Department of Computer and Information Communications Engineering, Hongik University)
  • 여인성 (홍익대학교 전자전산공학과) ;
  • ;
  • 황성운 (홍익대학교 컴퓨터정보통신공학과)
  • Received : 2017.02.28
  • Accepted : 2017.03.21
  • Published : 2017.03.31

Abstract

Recently, with the widespread use of the Internet and mobile devices, the number of attacks by hackers using the network is increasing. When connecting a network, packets are exchanged and communicated, which includes various information. We analyze the information of these packets using hierarchical clustering analysis and classify normal and abnormal packets to detect attacks. With this analysis method, it will be possible to detect attacks by analyzing new packets.

Keywords

File

Download PDF

Acknowledgement

Supported by : 한국연구재단

References

  1. http://kdd.ics.uci.edu/databases/kddcup99/kddcup99.html
  2. http://cran.r-project.org/manuals.html
  3. http://blogchannel.tistory.com/44
  4. https://rpubs.com/cardiomoon/18980